BCA in Data Science at Sankalchand Patel University - Course, Fees, Admission, Seats, Syllabus

As of my recent update in April 2023 I don't have access to real time databases or the specific course catalogs of universities including Sankalchand Patel University. Therefore I'm unable to provide you with the syllabus for the BCA in Data Science program at Sankalchand Patel University or any other institution. However I can give you an idea of what a typical BCA (Bachelor of Computer Applications), in Data Science program might consist of. Each university and college designs their programs to meet standards and industry requirements so the actual courses and their structure can vary. Here's an overview of some subjects that could be included in such a program; In the year of your computer science program you will cover the basics of programming languages like Python or Java. You'll also learn mathematical concepts such as discrete mathematics, calculus and statistics. Additionally there will be a focus on computer fundamentals including hardware, software and commonly used office software. Another course you'll take is an introduction to data science principles and their applications. Additionally you'll learn about database management systems which include topics like SQL and data organization. Lastly there will be a course dedicated to improving your written and verbal communication skills. Moving on to the year you'll dive deeper into advanced programming concepts that may include data structures and algorithms. You'll also gain an understanding of how various operating systems work along with their architectures. Web technologies will be introduced where you'll learn HTML, CSS, JavaScript and web development frameworks. Furthermore you'll explore techniques and tools for analyzing and visualizing data in the context of data analysis and visualization. Probability and statistics will also be covered at a level specifically relevant to data science applications. Finally basic machine learning algorithms and their practical use cases will be taught. In the year of your program you'll delve into big data technologies which encompass concepts like Hadoop and Spark as well as tools for handling large datasets effectively. Deep learning models along with their applications will also be covered in detail during this time period. Moreover data mining techniques for extracting information from massive datasets will be explored thoroughly.Cloud computing for data science purposes is another topic that involves using cloud platforms for storage,data processing and analysis.Finally you are required to complete a capstone project where real world data science problems can be tackled.Also internships are offered in organizations or research institutions to provide work experience. As for electives you have a range of options available allowing specialization in areas, like natural language processing,bioinformatics and cybersecurity.

### Sankalchand Patel University BCA in Data Science Important Topics

Semester	Important Topics
Semester 1	Introduction to Data Science, Programming Fundamentals using Python, Mathematics for Data Science
Semester 2	Database Management Systems, Data Structures and Algorithms, Probability and Statistics
Semester 3	Machine Learning Fundamentals, Data Preprocessing Techniques, Linear Algebra for Data Science
Semester 4	Big Data Analytics, Advanced Database Management Systems, Data Visualization Techniques
Semester 5	Deep Learning, Time Series Analysis, Natural Language Processing
Semester 6	Capstone Project, Industry Internship, Electives (Blockchain Technology, Internet of Things, etc.)